TY - JOUR
T1 - MiSAL - A minimal quality representation switch logic for adaptive streaming
AU - Dvir, Amit
AU - Harel, Nissim
AU - Dubin, Ran
AU - Barkan, Refael
AU - Shalala, Raffael
AU - Hadar, Ofer
N1 - Publisher Copyright:
© 2019, Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2019/9/30
Y1 - 2019/9/30
N2 - Quality of Experience is affected by many parameters. For this reason, client-side adaptation logic algorithms often adopt the strategy of optimizing a subset of parameters in the hope of improving the overall QoE. However, as shown here, this approach ends up degrading parameters that are crucial to good Quality of Experience. To resolve this conundrum, we present a new approach for improved Quality of Experience dubbed: Minimal Switch AL (MiSAL). This algorithm substantially reduces the number of quality level switches by monitoring the client buffer level and carefully estimating the channel bandwidth and the Round Trip Time. A comparison of MiSAL against leading ALs demonstrates that this approach successfully in optimizes several important parameters that affect Quality of Experience without negatively affecting other parameters. It is shown that MiSAL can provide a close to optimal QoE under many different network conditions.
AB - Quality of Experience is affected by many parameters. For this reason, client-side adaptation logic algorithms often adopt the strategy of optimizing a subset of parameters in the hope of improving the overall QoE. However, as shown here, this approach ends up degrading parameters that are crucial to good Quality of Experience. To resolve this conundrum, we present a new approach for improved Quality of Experience dubbed: Minimal Switch AL (MiSAL). This algorithm substantially reduces the number of quality level switches by monitoring the client buffer level and carefully estimating the channel bandwidth and the Round Trip Time. A comparison of MiSAL against leading ALs demonstrates that this approach successfully in optimizes several important parameters that affect Quality of Experience without negatively affecting other parameters. It is shown that MiSAL can provide a close to optimal QoE under many different network conditions.
KW - Adaptation logic
KW - DASH
KW - Quality of experience
UR - http://www.scopus.com/inward/record.url?scp=85067284533&partnerID=8YFLogxK
U2 - 10.1007/s11042-019-07865-x
DO - 10.1007/s11042-019-07865-x
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AN - SCOPUS:85067284533
SN - 1380-7501
VL - 78
SP - 26483
EP - 26508
JO - Multimedia Tools and Applications
JF - Multimedia Tools and Applications
IS - 18
ER -